Abstract

This chapter presents a thorough background and deep literature review of the current topic of study. It also presents and defines the key concepts utilised throughout this investigation. It consists of ten sections: (1) a background on bioinformatics, (2) a discussion of colon cancer, (3) an overview of the microarray technology that is used to extract the dataset, (4) an overview of the colon cancer dataset, (5) a review of the most prevalent algorithms employed for gene selection and cancer classification, (6) a presentation of related works from the literature, (7) identification of feature selection approaches and procedures, (8) an investigation of the ML concept, (9) a review of algorithm efficiency and time complexity analysis, and (10) identification of current problems in the research area.
Original languageEnglish
Title of host publicationResearch Anthology on Bioinformatics, Genomics, and Computational Biology
EditorsInformation Resources Management Association
PublisherIGI Global
Chapter7
Pages119-174
Number of pages56
Volume1
ISBN (Electronic)9798369330272
ISBN (Print)9798369330265, 9798369332467
DOIs
Publication statusPublished - 31 Mar 2024

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